In this document, I will look at all the examples who have maximal loading on Uk4 and Uk5. Recall their eigenvector and proportion of hierarchical weight:

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## Attaching package: 'gplots'
## The following object is masked from 'package:stats':
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##     lowess

I generated a list of associations who have maximal posterior weight at each component:

Then I got a list of those that have maximum weighting at component 4 or 5:

uk5list=which(cols==5)

Here’s I plot eigenvector 5, and the sum of the hierarchical weight at that component is: 0.05

Here I plot all the Uk5s: